Engineering & Medical Student Projects
5000 projects · Page 26 of 209
Machine Learning-Based Food Delivery Time Detection System
Design and build a detection system that scores and ranks cases so experts review the riskiest ones first. You will learn pipeline orchestration, message queues and hyperparameter tuning.…
Football Player Injury Risk Prioritisation Engine with Voice Interface
Design and build a prioritisation engine that automates a judgement task that today takes hours of manual effort. You will learn secure coding practices, REST API design and caching strategies.…
Food Delivery Time Monitoring System using Support Vector Machines and Batch Scoring
Build a monitoring system that detects abnormal patterns and raises alerts with supporting evidence. You will learn responsive UI design, feature engineering and background job scheduling.…
Pharmacy Stock-Out Alert System with Model Retraining Pipeline
Create an alert system with model Retraining Pipeline that detects abnormal patterns and raises alerts with supporting evidence. You will learn search indexing, model evaluation metrics and background job scheduling.…
Flood Water Level from River Cameras Monitoring System using Gradient Boosting
Create a monitoring system with dashboard Visualisation that classifies incoming items automatically and routes exceptions to humans. You will learn error monitoring, WebSocket programming and model evaluation metrics.…
Regenerative Braking Study on a Bicycle/Go-Kart Test Rig
Build a rig that measures energy recovered in braking. You will learn test-rig design and energy-balance experiments.…
Bottle Cap Defect Assessment Platform with Explainable Outputs
Design and build an assessment platform that classifies incoming items automatically and routes exceptions to humans. You will learn file storage design, secure coding practices and database schema modelling.…
Time-Series Modelling-Based Bottle Cap Defect Scoring System
Design and build a scoring system that learns patterns from historical data and flags cases that need attention. You will learn geospatial queries, data visualisation and pipeline orchestration.…
Crop Leaf Disease from Field Photos Estimation System with Drift Monitoring
Design and build an estimation system that classifies incoming items automatically and routes exceptions to humans. You will learn WebSocket programming, background job scheduling and search indexing.…
Cricket Match Win Probability Forecasting System with Explainable Outputs
Create a forecasting system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn state management in web apps, background job scheduling and REST API design…
Railway Track Defect from Inspection Video Scoring System using Support Vector Machines
Build a scoring system that gives decision-makers a data-backed recommendation at the right moment. You will learn database schema modelling, message queues and API rate limiting.…
AI-Powered Flood Water Level from River Cameras Detection System
Create a detection system with explainable Outputs that gives decision-makers a data-backed recommendation at the right moment. You will learn pipeline orchestration, feature engineering and API rate limiting.…
Crop Leaf Disease from Field Photos Monitoring System using Graph Neural Networks
Build a monitoring system that classifies incoming items automatically and routes exceptions to humans. You will learn authentication and role-based access, unit and integration testing and data cleaning with pandas.…
Pharmacy Stock-Out Decision Support System using Deep Learning
Build a decision support system that turns raw records into predictions with clear explanations. You will learn performance profiling, REST API design and database schema modelling.…
Lecture Video Chaptering Scoring System using Reinforcement Learning
Design and build a scoring system that predicts outcomes early enough for staff to act on them. You will learn geospatial queries, responsive UI design and pipeline orchestration.…
Reinforcement Learning-Based Elephant Movement Near Rail Tracks Scoring System
Create a scoring system with report Generation that classifies incoming items automatically and routes exceptions to humans. You will learn secure coding practices, data visualisation and containerisation.…
Design of a Low-Cost Prosthetic Hand with Tendon Actuation
Design a functional prosthetic hand prototype. You will learn biomechanics basics, linkage design and rapid prototyping.…
Ride-Hailing Surge Zone Alert System using Edge AI
Design and build an alert system that learns patterns from historical data and flags cases that need attention. You will learn REST API design, geospatial queries and search indexing.…
Deep Learning-Based Helmet Use at Construction Gates Grading System
Create a grading system with anomaly Flags that gives decision-makers a data-backed recommendation at the right moment. You will learn background job scheduling, file storage design and containerisation.…
Explainable AI-Based Steel Surface Defect Prediction System
Build a prediction system that turns raw records into predictions with clear explanations. You will learn responsive UI design, data visualisation and model evaluation metrics.…
Construction Progress from Site Photos Monitoring System with Confidence Scores
Build a monitoring system that scores and ranks cases so experts review the riskiest ones first. You will learn authentication and role-based access, caching strategies and database schema modelling.…
Lip Reading for Silent Speech Classification System using Deep Learning and Drift Monitoring
Design and build a classification system that detects abnormal patterns and raises alerts with supporting evidence. You will learn geospatial queries, hyperparameter tuning and WebSocket programming.…
Ensemble Learning-Based Noise Pollution Hotspots Screening Tool
Build a screening tool that learns patterns from historical data and flags cases that need attention. You will learn caching strategies, feature engineering and pipeline orchestration.…
Natural Language Processing-Based Engine Sound Fault Decision Support System
Build a decision support system that classifies incoming items automatically and routes exceptions to humans. You will learn API rate limiting, unit and integration testing and message queues.…